Komali Devi Valluru

Senior Data Engineer

SnowPro Core Certified Analytics Engineer | Transforming Data into Insights

$200K+
Annual Savings
50M+
Daily Records
60%
Cost Reduction
500+
Users Enabled
View LinkedIn View GitHub

About Me

SnowPro Core Certified Analytics Engineer specializing in scalable data transformation, GTM analytics, and self-service analytics.

I lead analytics engineering at MyBambu, where I maintain 30+ production dbt models processing 50M+ daily records while reducing Snowflake costs by 60% ($200K annually). I built GTM infrastructure analyzing $1.7M quarterly ad spend with multi-touch attribution, identifying $400K+ optimization opportunities.

My expertise spans implementing Cortex AI for natural language data queries, pioneering RAG systems with 12% better retrieval than OpenAI, and architecting dimensional models achieving sub-second dashboard response times.

Previously, I managed 10TB SAP migrations at Accenture and recovered $68K at Infosys, earning the INSTA Award (top 1%).

Certifications

SnowPro Core Certification Machine Learning Specialization (Stanford) Azure Fundamentals (AZ-900) Azure Data Fundamentals (DP-900)

Professional Experience

Senior Data Engineer

MyBambu West Palm Beach, FL June 2024 – Present
  • Architected 30+ production dbt models with medallion architecture, reducing Snowflake compute costs by 60% ($200K annually) while processing 50M+ daily records
  • Built enterprise semantic layer enabling 500+ users to query data via natural language, reducing analyst tickets by 73%
  • Built GTM analytics for $1.7M quarterly ad spend using multi-touch attribution with AppsFlyer (19K+ monthly installs), identifying $400K+ in optimization opportunities
  • Pioneered Snowflake Cortex AI platform achieving 90% text-to-SQL accuracy; built production RAG system with 12% better retrieval than OpenAI
  • Engineered 10+ Fivetran ELT pipelines from Salesforce, Meta/Google Ads, and RingCentral with 99.9% uptime
dbt Snowflake Cortex AI Fivetran Python AWS Lambda Prefect MLflow

Graduate Assistant

University of South Florida Tampa, FL August 2023 – May 2024
  • Built Python analytics framework using Canvas API and Azure Data Lake improving instructor interventions by 55%
  • Created real-time Tableau dashboard driving 25% increase in student participation
  • Automated grading workflows processing 1,000+ weekly submissions with 95% effort reduction
Python Azure Data Lake Tableau Canvas API

Application Development Analyst

Accenture India October 2021 – July 2022
  • Delivered two full-cycle data warehouse projects migrating 10TB+ of SAP data with zero data loss
  • Pioneered dbt adoption across the organization, refactoring 200+ legacy stored procedures, accelerating development by 30% and reducing bugs by 40%
  • Implemented advanced transformation logic including SCD Type 3, data vault modeling, ensuring 99.9% data accuracy
Snowflake dbt SAP Data Vault

Data Engineer

Infosys India August 2019 – September 2021
  • Created financial reconciliation framework discovering $68K discrepancy, earning "INSTA Award" for top 1% performance
  • Built enterprise-scale ETL framework integrating 15+ heterogeneous data sources, processing 500GB daily
  • Automated master data governance workflows, generating 85,000+ cross-system mappings, reducing manual workload by 95%
  • Designed SAP HANA calculation views identifying $2M in optimization opportunities
SAP BODS SAP HANA Snowflake Python SQL

Technical Skills

Analytics Engineering

dbt (Models, Tests, Macros, Semantic Layer)
SQL (CTEs, Window Functions, Query Optimization)
Data Modeling (Dimensional, Data Vault, Medallion)

Data Platform

Snowflake (Cortex AI, Clustering, Streams/Tasks, RBAC)
AWS (Lambda, S3, Transcribe, Glue)
Azure (Data Factory, Synapse)
GCP (BigQuery)

Integration & BI

Fivetran, Apache Airflow, Prefect, n8n
SAP BODS
Tableau, Sigma Computing, Looker, Power BI

Development

Python (Pandas, NumPy, PySpark)
JavaScript, Bash
Git, Bitbucket Pipelines, Docker, GitHub Actions

AI/ML

Snowflake Cortex, LangChain, MLflow
RAG, OpenAI/Claude APIs, Vector Embeddings

Featured Projects

Movie Rating Prediction

Advanced ML/NLP pipeline using BERT transformers combined with Random Forest algorithms. Achieved 85%+ accuracy in sentiment classification.

Python BERT NLP Scikit-learn
View Project

Waste Classification System

Computer Vision with Vision Transformers achieving 98% accuracy on waste classification tasks. Contributes to environmental sustainability through AI.

HuggingFace PyTorch ViT Computer Vision
View Project

Empathetic AI Chatbot

LLM-powered educational assistant using GPT-3.5 Turbo. Integrated advanced prompt engineering for empathetic, context-aware responses.

OpenAI GPT-3.5 Python LLM
View Project

Interactive Analytics Dashboards

Comprehensive analytical dashboards providing visual insights. Implemented complex data transformations and interactive visualizations.

Tableau SQL BI Excel
View Project

Education

Master of Science, Computer Science

University of South Florida

GPA: 3.8/4.0

Tampa, FL

Bachelor of Technology, Computer Science

GVP College of Engineering

GPA: 8.2/10.0

India

Let's Connect

Contact

I'm always interested in hearing about new opportunities, collaborations, or just having a chat about data engineering and AI/ML.

vkomalidevi9866@gmail.com
Miami, FL
linkedin.com/in/komali-valluru/
github.com/KomaliValluru